Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 294419 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 7261 |
| Duplicate rows (%) | 2.5% |
| Total size in memory | 38.2 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 4 |
| Dataset has 7261 (2.5%) duplicate rows | Duplicates |
adv_s is highly overall correlated with join_r and 2 other fields | High correlation |
data_r is highly overall correlated with data_sent_to_bs and 5 other fields | High correlation |
data_s is highly overall correlated with join_s and 2 other fields | High correlation |
data_sent_to_bs is highly overall correlated with data_r and 2 other fields | High correlation |
dist_ch_to_bs is highly overall correlated with data_r and 3 other fields | High correlation |
is_target is highly overall correlated with join_s and 1 other fields | High correlation |
join_r is highly overall correlated with adv_s and 2 other fields | High correlation |
join_s is highly overall correlated with data_r and 8 other fields | High correlation |
rank is highly overall correlated with adv_s | High correlation |
sch_r is highly overall correlated with data_r and 5 other fields | High correlation |
sch_s is highly overall correlated with data_r and 3 other fields | High correlation |
send_code is highly overall correlated with adv_s and 2 other fields | High correlation |
time is highly overall correlated with join_s and 1 other fields | High correlation |
who_ch is highly overall correlated with join_s and 2 other fields | High correlation |
sch_s is highly imbalanced (74.8%) | Imbalance |
is_target is highly imbalanced (75.4%) | Imbalance |
expaned_energy is highly skewed (γ1 = 27.03886779) | Skewed |
dist_to_ch has 41847 (14.2%) zeros | Zeros |
adv_s has 265019 (90.0%) zeros | Zeros |
adv_r has 7557 (2.6%) zeros | Zeros |
join_r has 281976 (95.8%) zeros | Zeros |
rank has 35459 (12.0%) zeros | Zeros |
data_s has 45053 (15.3%) zeros | Zeros |
data_r has 267201 (90.8%) zeros | Zeros |
data_sent_to_bs has 260289 (88.4%) zeros | Zeros |
dist_ch_to_bs has 260289 (88.4%) zeros | Zeros |
send_code has 41806 (14.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-25 16:27:08.794653 |
|---|---|
| Analysis finished | 2024-10-25 16:27:38.045491 |
| Duration | 29.25 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
time
Real number (ℝ)
High correlation 
| Distinct | 144 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 713.42014 |
| Minimum | 50 |
|---|---|
| Maximum | 3203 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 103 |
| Q1 | 303 |
| median | 603 |
| Q3 | 953 |
| 95-th percentile | 1553 |
| Maximum | 3203 |
| Range | 3153 |
| Interquartile range (IQR) | 650 |
Descriptive statistics
| Standard deviation | 559.88438 |
|---|---|
| Coefficient of variation (CV) | 0.78478915 |
| Kurtosis | 3.9041704 |
| Mean | 713.42014 |
| Median Absolute Deviation (MAD) | 350 |
| Skewness | 1.6645677 |
| Sum | 2.1004444 × 108 |
| Variance | 313470.52 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 53 | 13435 | 4.6% |
| 103 | 13360 | 4.5% |
| 253 | 13327 | 4.5% |
| 153 | 13029 | 4.4% |
| 203 | 12945 | 4.4% |
| 303 | 12882 | 4.4% |
| 353 | 12542 | 4.3% |
| 403 | 11765 | 4.0% |
| 453 | 11454 | 3.9% |
| 503 | 11363 | 3.9% |
| Other values (134) | 168317 |
| Value | Count | Frequency (%) |
| 50 | 300 | 0.1% |
| 53 | 13435 | |
| 100 | 300 | 0.1% |
| 103 | 13360 | |
| 150 | 300 | 0.1% |
| 153 | 13029 | |
| 200 | 300 | 0.1% |
| 203 | 12945 | |
| 250 | 300 | 0.1% |
| 253 | 13327 |
| Value | Count | Frequency (%) |
| 3203 | 162 | 0.1% |
| 3153 | 585 | |
| 3103 | 521 | |
| 3053 | 519 | |
| 3003 | 556 | |
| 2953 | 511 | |
| 2903 | 485 | |
| 2853 | 532 | |
| 2803 | 490 | |
| 2753 | 498 |
who_ch
Real number (ℝ)
High correlation 
| Distinct | 5686 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167967.68 |
| Minimum | 101000 |
|---|---|
| Maximum | 2901100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 101000 |
|---|---|
| 5-th percentile | 102005 |
| Q1 | 106046 |
| median | 112081 |
| Q3 | 201065 |
| 95-th percentile | 407100 |
| Maximum | 2901100 |
| Range | 2800100 |
| Interquartile range (IQR) | 95019 |
Descriptive statistics
| Standard deviation | 174421.21 |
|---|---|
| Coefficient of variation (CV) | 1.0384212 |
| Kurtosis | 60.470734 |
| Mean | 167967.68 |
| Median Absolute Deviation (MAD) | 7004 |
| Skewness | 6.5075764 |
| Sum | 4.9452878 × 1010 |
| Variance | 3.0422757 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202100 | 3528 | 1.2% |
| 201100 | 1991 | 0.7% |
| 203100 | 1593 | 0.5% |
| 301100 | 927 | 0.3% |
| 205100 | 905 | 0.3% |
| 204100 | 867 | 0.3% |
| 111100 | 846 | 0.3% |
| 206100 | 807 | 0.3% |
| 110100 | 777 | 0.3% |
| 108100 | 746 | 0.3% |
| Other values (5676) | 281432 |
| Value | Count | Frequency (%) |
| 101000 | 222 | |
| 101001 | 389 | |
| 101002 | 111 | < 0.1% |
| 101003 | 281 | |
| 101005 | 286 | |
| 101006 | 252 | |
| 101007 | 133 | < 0.1% |
| 101008 | 76 | < 0.1% |
| 101009 | 245 | |
| 101010 | 93 | < 0.1% |
| Value | Count | Frequency (%) |
| 2901100 | 1 | < 0.1% |
| 2901001 | 1 | < 0.1% |
| 2802100 | 6 | |
| 2802096 | 1 | < 0.1% |
| 2802054 | 1 | < 0.1% |
| 2802034 | 1 | < 0.1% |
| 2802001 | 1 | < 0.1% |
| 2801100 | 6 | |
| 2801096 | 1 | < 0.1% |
| 2801054 | 1 | < 0.1% |
dist_to_ch
Real number (ℝ)
Zeros 
| Distinct | 13832 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.583892 |
| Minimum | 0 |
|---|---|
| Maximum | 214.27462 |
| Zeros | 41847 |
| Zeros (%) | 14.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9.91917 |
| median | 21.46811 |
| Q3 | 36.52223 |
| 95-th percentile | 65.43427 |
| Maximum | 214.27462 |
| Range | 214.27462 |
| Interquartile range (IQR) | 26.60306 |
Descriptive statistics
| Standard deviation | 22.299264 |
|---|---|
| Coefficient of variation (CV) | 0.87161342 |
| Kurtosis | 5.7552263 |
| Mean | 25.583892 |
| Median Absolute Deviation (MAD) | 12.81299 |
| Skewness | 1.6812511 |
| Sum | 7532383.9 |
| Variance | 497.25716 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41847 | 14.2% |
| 5.96867 | 239 | 0.1% |
| 8.97549 | 222 | 0.1% |
| 8.75269 | 215 | 0.1% |
| 12.26259 | 193 | 0.1% |
| 10.67763 | 182 | 0.1% |
| 4.73337 | 177 | 0.1% |
| 1.23076 | 176 | 0.1% |
| 3.0131 | 175 | 0.1% |
| 9.0031 | 173 | 0.1% |
| Other values (13822) | 250820 |
| Value | Count | Frequency (%) |
| 0 | 41847 | |
| 0.40092 | 84 | < 0.1% |
| 0.48993 | 75 | < 0.1% |
| 0.66713 | 81 | < 0.1% |
| 0.67335 | 82 | < 0.1% |
| 0.80238 | 42 | < 0.1% |
| 0.83439 | 70 | < 0.1% |
| 0.88798 | 135 | < 0.1% |
| 1.1225 | 146 | < 0.1% |
| 1.23076 | 176 | 0.1% |
| Value | Count | Frequency (%) |
| 214.27462 | 25 | |
| 213.85247 | 21 | |
| 206.32935 | 9 | < 0.1% |
| 205.22083 | 9 | < 0.1% |
| 203.79135 | 8 | < 0.1% |
| 202.98739 | 7 | < 0.1% |
| 190.43411 | 5 | < 0.1% |
| 186.94848 | 7 | < 0.1% |
| 184.31794 | 6 | < 0.1% |
| 183.55017 | 7 | < 0.1% |
adv_s
Real number (ℝ)
High correlation  Zeros 
| Distinct | 85 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26374996 |
| Minimum | 0 |
|---|---|
| Maximum | 97 |
| Zeros | 265019 |
| Zeros (%) | 90.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 97 |
| Range | 97 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.189291 |
|---|---|
| Coefficient of variation (CV) | 8.3006306 |
| Kurtosis | 527.42395 |
| Mean | 0.26374996 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.365275 |
| Sum | 77653 |
| Variance | 4.7929951 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 265019 | |
| 1 | 26403 | 9.0% |
| 11 | 162 | 0.1% |
| 18 | 161 | 0.1% |
| 17 | 155 | 0.1% |
| 10 | 155 | 0.1% |
| 14 | 151 | 0.1% |
| 19 | 150 | 0.1% |
| 16 | 149 | 0.1% |
| 13 | 147 | < 0.1% |
| Other values (75) | 1767 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 265019 | |
| 1 | 26403 | 9.0% |
| 3 | 113 | < 0.1% |
| 4 | 104 | < 0.1% |
| 5 | 114 | < 0.1% |
| 6 | 123 | < 0.1% |
| 7 | 89 | < 0.1% |
| 8 | 105 | < 0.1% |
| 9 | 92 | < 0.1% |
| 10 | 155 | 0.1% |
| Value | Count | Frequency (%) |
| 97 | 2 | < 0.1% |
| 96 | 3 | |
| 93 | 2 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 2 | < 0.1% |
| 90 | 1 | < 0.1% |
| 88 | 2 | < 0.1% |
| 87 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 83 | 5 |
adv_r
Real number (ℝ)
Zeros 
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2871961 |
| Minimum | 0 |
|---|---|
| Maximum | 117 |
| Zeros | 7557 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 27 |
| Maximum | 117 |
| Range | 117 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 7.0357426 |
|---|---|
| Coefficient of variation (CV) | 0.96549379 |
| Kurtosis | 9.7784835 |
| Mean | 7.2871961 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.4372324 |
| Sum | 2145489 |
| Variance | 49.501674 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 47116 | |
| 5 | 42988 | |
| 6 | 36253 | |
| 3 | 33465 | |
| 7 | 29212 | |
| 2 | 21009 | |
| 8 | 16954 | 5.8% |
| 9 | 10907 | 3.7% |
| 28 | 10394 | 3.5% |
| 0 | 7557 | 2.6% |
| Other values (21) | 38564 |
| Value | Count | Frequency (%) |
| 0 | 7557 | 2.6% |
| 1 | 7499 | 2.5% |
| 2 | 21009 | |
| 3 | 33465 | |
| 4 | 47116 | |
| 5 | 42988 | |
| 6 | 36253 | |
| 7 | 29212 | |
| 8 | 16954 | 5.8% |
| 9 | 10907 | 3.7% |
| Value | Count | Frequency (%) |
| 117 | 34 | < 0.1% |
| 29 | 7 | < 0.1% |
| 28 | 10394 | |
| 27 | 7274 | |
| 26 | 5312 | |
| 25 | 2966 | 1.0% |
| 24 | 1594 | 0.5% |
| 23 | 855 | 0.3% |
| 22 | 652 | 0.2% |
| 21 | 718 | 0.2% |
join_s
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 252613 | |
| 0 | 41806 | 14.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 252613 | |
| 0 | 41806 | 14.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 252613 | |
| 0 | 41806 | 14.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 252613 | |
| 0 | 41806 | 14.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 252613 | |
| 0 | 41806 | 14.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 252613 | |
| 0 | 41806 | 14.2% |
join_r
Real number (ℝ)
High correlation  Zeros 
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.60952588 |
| Minimum | 0 |
|---|---|
| Maximum | 124 |
| Zeros | 281976 |
| Zeros (%) | 95.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 124 |
| Range | 124 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.3064044 |
|---|---|
| Coefficient of variation (CV) | 7.0651708 |
| Kurtosis | 158.88879 |
| Mean | 0.60952588 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.029409 |
| Sum | 179456 |
| Variance | 18.545119 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 281976 | |
| 1 | 1238 | 0.4% |
| 2 | 892 | 0.3% |
| 3 | 818 | 0.3% |
| 4 | 680 | 0.2% |
| 5 | 639 | 0.2% |
| 6 | 566 | 0.2% |
| 7 | 494 | 0.2% |
| 8 | 454 | 0.2% |
| 9 | 428 | 0.1% |
| Other values (91) | 6234 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 281976 | |
| 1 | 1238 | 0.4% |
| 2 | 892 | 0.3% |
| 3 | 818 | 0.3% |
| 4 | 680 | 0.2% |
| 5 | 639 | 0.2% |
| 6 | 566 | 0.2% |
| 7 | 494 | 0.2% |
| 8 | 454 | 0.2% |
| 9 | 428 | 0.1% |
| Value | Count | Frequency (%) |
| 124 | 1 | < 0.1% |
| 99 | 38 | |
| 98 | 7 | < 0.1% |
| 97 | 4 | < 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 3 | < 0.1% |
| 94 | 3 | < 0.1% |
| 93 | 2 | < 0.1% |
| 92 | 3 | < 0.1% |
| 91 | 2 | < 0.1% |
sch_s
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| 0 | |
|---|---|
| 1 | 12431 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 281988 | |
| 1 | 12431 | 4.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 281988 | |
| 1 | 12431 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 281988 | |
| 1 | 12431 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 281988 | |
| 1 | 12431 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 281988 | |
| 1 | 12431 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 281988 | |
| 1 | 12431 | 4.2% |
sch_r
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 241283 | |
| 0 | 53136 | 18.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 241283 | |
| 0 | 53136 | 18.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 241283 | |
| 0 | 53136 | 18.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 241283 | |
| 0 | 53136 | 18.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 241283 | |
| 0 | 53136 | 18.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 241283 | |
| 0 | 53136 | 18.0% |
rank
Real number (ℝ)
High correlation  Zeros 
| Distinct | 100 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.557437 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 35459 |
| Zeros (%) | 12.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 16 |
| 95-th percentile | 45 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 15.653245 |
|---|---|
| Coefficient of variation (CV) | 1.3543872 |
| Kurtosis | 5.270997 |
| Mean | 11.557437 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.1448203 |
| Sum | 3402729 |
| Variance | 245.02407 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 73805 | |
| 0 | 35459 | 12.0% |
| 3 | 11465 | 3.9% |
| 2 | 11052 | 3.8% |
| 5 | 9850 | 3.3% |
| 4 | 9330 | 3.2% |
| 7 | 8651 | 2.9% |
| 6 | 8136 | 2.8% |
| 9 | 7749 | 2.6% |
| 8 | 7088 | 2.4% |
| Other values (90) | 111834 |
| Value | Count | Frequency (%) |
| 0 | 35459 | |
| 1 | 73805 | |
| 2 | 11052 | 3.8% |
| 3 | 11465 | 3.9% |
| 4 | 9330 | 3.2% |
| 5 | 9850 | 3.3% |
| 6 | 8136 | 2.8% |
| 7 | 8651 | 2.9% |
| 8 | 7088 | 2.4% |
| 9 | 7749 | 2.6% |
| Value | Count | Frequency (%) |
| 99 | 40 | |
| 98 | 51 | |
| 97 | 63 | |
| 96 | 52 | |
| 95 | 65 | |
| 94 | 65 | |
| 93 | 80 | |
| 92 | 75 | |
| 91 | 82 | |
| 90 | 82 |
data_s
Real number (ℝ)
High correlation  Zeros 
| Distinct | 186 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.237614 |
| Minimum | 0 |
|---|---|
| Maximum | 241 |
| Zeros | 45053 |
| Zeros (%) | 15.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 18 |
| median | 37 |
| Q3 | 60 |
| 95-th percentile | 120 |
| Maximum | 241 |
| Range | 241 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 38.457455 |
|---|---|
| Coefficient of variation (CV) | 0.86933836 |
| Kurtosis | 3.2940095 |
| Mean | 44.237614 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 1.4963937 |
| Sum | 13024394 |
| Variance | 1478.9758 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45053 | 15.3% |
| 13 | 13854 | 4.7% |
| 55 | 6237 | 2.1% |
| 76 | 5918 | 2.0% |
| 62 | 5838 | 2.0% |
| 85 | 5761 | 2.0% |
| 51 | 5709 | 1.9% |
| 53 | 5702 | 1.9% |
| 24 | 5685 | 1.9% |
| 65 | 5669 | 1.9% |
| Other values (176) | 188993 |
| Value | Count | Frequency (%) |
| 0 | 45053 | |
| 1 | 9 | < 0.1% |
| 2 | 191 | 0.1% |
| 3 | 249 | 0.1% |
| 4 | 335 | 0.1% |
| 5 | 438 | 0.1% |
| 6 | 511 | 0.2% |
| 7 | 428 | 0.1% |
| 8 | 373 | 0.1% |
| 9 | 307 | 0.1% |
| Value | Count | Frequency (%) |
| 241 | 714 | |
| 240 | 1 | < 0.1% |
| 237 | 1 | < 0.1% |
| 235 | 1 | < 0.1% |
| 229 | 1 | < 0.1% |
| 226 | 1 | < 0.1% |
| 220 | 1 | < 0.1% |
| 206 | 1195 | |
| 204 | 1 | < 0.1% |
| 202 | 2 | < 0.1% |
data_r
Real number (ℝ)
High correlation  Zeros 
| Distinct | 1294 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.187332 |
| Minimum | 0 |
|---|---|
| Maximum | 1496 |
| Zeros | 267201 |
| Zeros (%) | 90.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 664.1 |
| Maximum | 1496 |
| Range | 1496 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 238.58994 |
|---|---|
| Coefficient of variation (CV) | 3.6047674 |
| Kurtosis | 13.469989 |
| Mean | 66.187332 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7870401 |
| Sum | 19486808 |
| Variance | 56925.157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 267201 | |
| 241 | 1153 | 0.4% |
| 351 | 825 | 0.3% |
| 412 | 710 | 0.2% |
| 117 | 673 | 0.2% |
| 611 | 625 | 0.2% |
| 543 | 569 | 0.2% |
| 91 | 500 | 0.2% |
| 640 | 464 | 0.2% |
| 720 | 445 | 0.2% |
| Other values (1284) | 21254 | 7.2% |
| Value | Count | Frequency (%) |
| 0 | 267201 | |
| 1 | 142 | < 0.1% |
| 2 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 12 | 4 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1496 | 1 | < 0.1% |
| 1494 | 4 | < 0.1% |
| 1493 | 2 | < 0.1% |
| 1492 | 10 | |
| 1491 | 6 | |
| 1490 | 1 | < 0.1% |
| 1489 | 3 | < 0.1% |
| 1488 | 2 | < 0.1% |
| 1487 | 5 | |
| 1486 | 5 |
data_sent_to_bs
Real number (ℝ)
High correlation  Zeros 
| Distinct | 223 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8708949 |
| Minimum | 0 |
|---|---|
| Maximum | 241 |
| Zeros | 260289 |
| Zeros (%) | 88.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 13 |
| Maximum | 241 |
| Range | 241 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 19.298891 |
|---|---|
| Coefficient of variation (CV) | 4.9856407 |
| Kurtosis | 67.066136 |
| Mean | 3.8708949 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.6004568 |
| Sum | 1139665 |
| Variance | 372.4472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 260289 | |
| 13 | 12979 | 4.4% |
| 1 | 2347 | 0.8% |
| 2 | 1368 | 0.5% |
| 3 | 940 | 0.3% |
| 6 | 706 | 0.2% |
| 4 | 670 | 0.2% |
| 8 | 633 | 0.2% |
| 5 | 625 | 0.2% |
| 7 | 579 | 0.2% |
| Other values (213) | 13283 | 4.5% |
| Value | Count | Frequency (%) |
| 0 | 260289 | |
| 1 | 2347 | 0.8% |
| 2 | 1368 | 0.5% |
| 3 | 940 | 0.3% |
| 4 | 670 | 0.2% |
| 5 | 625 | 0.2% |
| 6 | 706 | 0.2% |
| 7 | 579 | 0.2% |
| 8 | 633 | 0.2% |
| 9 | 545 | 0.2% |
| Value | Count | Frequency (%) |
| 241 | 245 | |
| 240 | 36 | < 0.1% |
| 239 | 21 | < 0.1% |
| 238 | 19 | < 0.1% |
| 237 | 7 | < 0.1% |
| 236 | 9 | < 0.1% |
| 235 | 3 | < 0.1% |
| 234 | 4 | < 0.1% |
| 233 | 3 | < 0.1% |
| 232 | 6 | < 0.1% |
dist_ch_to_bs
Real number (ℝ)
High correlation  Zeros 
| Distinct | 305 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.764395 |
| Minimum | 0 |
|---|---|
| Maximum | 201.93494 |
| Zeros | 260289 |
| Zeros (%) | 88.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 135.58222 |
| Maximum | 201.93494 |
| Range | 201.93494 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 42.050197 |
|---|---|
| Coefficient of variation (CV) | 2.8480812 |
| Kurtosis | 5.609535 |
| Mean | 14.764395 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6672493 |
| Sum | 4346918.5 |
| Variance | 1768.219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 260289 | |
| 136.03878 | 627 | 0.2% |
| 159.31297 | 609 | 0.2% |
| 88.47785 | 507 | 0.2% |
| 93.93772 | 500 | 0.2% |
| 165.46205 | 471 | 0.2% |
| 123.96292 | 451 | 0.2% |
| 102.66424 | 415 | 0.1% |
| 201.93494 | 408 | 0.1% |
| 181.31284 | 405 | 0.1% |
| Other values (295) | 29737 | 10.1% |
| Value | Count | Frequency (%) |
| 0 | 260289 | |
| 54.93262 | 402 | 0.1% |
| 75.52972 | 102 | < 0.1% |
| 76.04676 | 91 | < 0.1% |
| 77.63787 | 70 | < 0.1% |
| 77.82286 | 57 | < 0.1% |
| 78.70375 | 63 | < 0.1% |
| 78.91449 | 123 | < 0.1% |
| 79.19069 | 123 | < 0.1% |
| 79.55137 | 74 | < 0.1% |
| Value | Count | Frequency (%) |
| 201.93494 | 408 | |
| 181.31284 | 405 | |
| 176.98899 | 70 | < 0.1% |
| 176.62353 | 93 | < 0.1% |
| 176.42103 | 57 | < 0.1% |
| 176.40744 | 215 | |
| 176.34359 | 58 | < 0.1% |
| 175.01596 | 61 | < 0.1% |
| 174.29523 | 63 | < 0.1% |
| 173.64043 | 94 | < 0.1% |
send_code
Real number (ℝ)
High correlation  Zeros 
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7051821 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 41806 |
| Zeros (%) | 14.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.353416 |
|---|---|
| Coefficient of variation (CV) | 0.86996585 |
| Kurtosis | 3.5150116 |
| Mean | 2.7051821 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.4968583 |
| Sum | 796457 |
| Variance | 5.5385669 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 66518 | |
| 2 | 55128 | |
| 3 | 43430 | |
| 0 | 41806 | |
| 4 | 32907 | |
| 5 | 21788 | 7.4% |
| 6 | 13299 | 4.5% |
| 7 | 8616 | 2.9% |
| 8 | 4213 | 1.4% |
| 9 | 1964 | 0.7% |
| Other values (6) | 4750 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 41806 | |
| 1 | 66518 | |
| 2 | 55128 | |
| 3 | 43430 | |
| 4 | 32907 | |
| 5 | 21788 | 7.4% |
| 6 | 13299 | 4.5% |
| 7 | 8616 | 2.9% |
| 8 | 4213 | 1.4% |
| 9 | 1964 | 0.7% |
| Value | Count | Frequency (%) |
| 15 | 605 | 0.2% |
| 14 | 553 | 0.2% |
| 13 | 786 | 0.3% |
| 12 | 684 | 0.2% |
| 11 | 876 | 0.3% |
| 10 | 1246 | 0.4% |
| 9 | 1964 | 0.7% |
| 8 | 4213 | 1.4% |
| 7 | 8616 | |
| 6 | 13299 |
expaned_energy
Real number (ℝ)
Skewed 
| Distinct | 57467 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.28442205 |
| Minimum | 0 |
|---|---|
| Maximum | 45.09394 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.019169 |
| Q1 | 0.05306 |
| median | 0.08745 |
| Q3 | 0.1598 |
| 95-th percentile | 1.716162 |
| Maximum | 45.09394 |
| Range | 45.09394 |
| Interquartile range (IQR) | 0.10674 |
Descriptive statistics
| Standard deviation | 0.70894659 |
|---|---|
| Coefficient of variation (CV) | 2.4925866 |
| Kurtosis | 1621.3315 |
| Mean | 0.28442205 |
| Median Absolute Deviation (MAD) | 0.04201 |
| Skewness | 27.038868 |
| Sum | 83739.257 |
| Variance | 0.50260527 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.00447 | 876 | 0.3% |
| 0.00448 | 627 | 0.2% |
| 0.00446 | 506 | 0.2% |
| 0.00606 | 391 | 0.1% |
| 0.00607 | 388 | 0.1% |
| 0.00608 | 274 | 0.1% |
| 0.0043 | 272 | 0.1% |
| 0.00449 | 252 | 0.1% |
| 0.00583 | 232 | 0.1% |
| 0.0061 | 213 | 0.1% |
| Other values (57457) | 290388 |
| Value | Count | Frequency (%) |
| 0 | 10 | < 0.1% |
| 0.00093 | 8 | < 0.1% |
| 0.00108 | 62 | |
| 0.00167 | 1 | < 0.1% |
| 0.00168 | 15 | < 0.1% |
| 0.00169 | 27 | |
| 0.0017 | 11 | < 0.1% |
| 0.00171 | 13 | < 0.1% |
| 0.00172 | 22 | < 0.1% |
| 0.00173 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 45.09394 | 1 | |
| 45.09063 | 1 | |
| 45.07812 | 1 | |
| 45.07668 | 1 | |
| 45.07618 | 1 | |
| 45.07489 | 1 | |
| 45.0745 | 1 | |
| 45.07431 | 1 | |
| 45.07407 | 1 | |
| 45.07405 | 1 |
is_target
Categorical
High correlation  Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 MiB |
| 0 | |
|---|---|
| 1 | 11677 |
| 2 | 8039 |
| 3 | 2650 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 272053 | |
| 1 | 11677 | 4.0% |
| 2 | 8039 | 2.7% |
| 3 | 2650 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 272053 | |
| 1 | 11677 | 4.0% |
| 2 | 8039 | 2.7% |
| 3 | 2650 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 272053 | |
| 1 | 11677 | 4.0% |
| 2 | 8039 | 2.7% |
| 3 | 2650 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 272053 | |
| 1 | 11677 | 4.0% |
| 2 | 8039 | 2.7% |
| 3 | 2650 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 272053 | |
| 1 | 11677 | 4.0% |
| 2 | 8039 | 2.7% |
| 3 | 2650 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 294419 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 272053 | |
| 1 | 11677 | 4.0% |
| 2 | 8039 | 2.7% |
| 3 | 2650 | 0.9% |
Interactions
Correlations
| adv_r | adv_s | data_r | data_s | data_sent_to_bs | dist_ch_to_bs | dist_to_ch | expaned_energy | is_target | join_r | join_s | rank | sch_r | sch_s | send_code | time | who_ch | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| adv_r | 1.000 | 0.246 | -0.111 | 0.132 | -0.036 | -0.032 | -0.202 | 0.229 | 0.266 | -0.001 | 0.294 | -0.166 | 0.455 | 0.092 | 0.243 | 0.023 | 0.051 |
| adv_s | 0.246 | 1.000 | 0.400 | -0.489 | 0.491 | 0.483 | -0.495 | 0.011 | 0.483 | 0.626 | 0.216 | -0.512 | 0.139 | 0.053 | -0.501 | 0.270 | 0.305 |
| data_r | -0.111 | 0.400 | 1.000 | -0.415 | 0.694 | 0.679 | -0.432 | 0.347 | 0.167 | 0.665 | 0.683 | -0.308 | 0.584 | 0.708 | -0.459 | 0.134 | 0.159 |
| data_s | 0.132 | -0.489 | -0.415 | 1.000 | -0.377 | -0.379 | 0.059 | 0.380 | 0.232 | -0.308 | 0.571 | 0.057 | 0.659 | 0.295 | 0.511 | -0.095 | -0.131 |
| data_sent_to_bs | -0.036 | 0.491 | 0.694 | -0.377 | 1.000 | 0.995 | -0.457 | 0.367 | 0.145 | 0.420 | 0.348 | -0.345 | 0.297 | 0.696 | -0.452 | 0.217 | 0.266 |
| dist_ch_to_bs | -0.032 | 0.483 | 0.679 | -0.379 | 0.995 | 1.000 | -0.457 | 0.354 | 0.275 | 0.385 | 0.747 | -0.342 | 0.622 | 0.389 | -0.454 | 0.226 | 0.275 |
| dist_to_ch | -0.202 | -0.495 | -0.432 | 0.059 | -0.457 | -0.457 | 1.000 | -0.324 | 0.166 | -0.312 | 0.407 | 0.431 | 0.346 | 0.210 | 0.265 | -0.245 | -0.275 |
| expaned_energy | 0.229 | 0.011 | 0.347 | 0.380 | 0.367 | 0.354 | -0.324 | 1.000 | 0.024 | 0.185 | 0.008 | -0.234 | 0.008 | 0.015 | 0.064 | 0.023 | 0.057 |
| is_target | 0.266 | 0.483 | 0.167 | 0.232 | 0.145 | 0.275 | 0.166 | 0.024 | 1.000 | 0.155 | 0.705 | 0.129 | 0.588 | 0.418 | 0.217 | 0.471 | 0.416 |
| join_r | -0.001 | 0.626 | 0.665 | -0.308 | 0.420 | 0.385 | -0.312 | 0.185 | 0.155 | 1.000 | 0.323 | -0.323 | 0.280 | 0.626 | -0.316 | 0.042 | 0.041 |
| join_s | 0.294 | 0.216 | 0.683 | 0.571 | 0.348 | 0.747 | 0.407 | 0.008 | 0.705 | 0.323 | 1.000 | 0.269 | 0.844 | 0.516 | 0.533 | 0.559 | 0.630 |
| rank | -0.166 | -0.512 | -0.308 | 0.057 | -0.345 | -0.342 | 0.431 | -0.234 | 0.129 | -0.323 | 0.269 | 1.000 | 0.205 | 0.164 | 0.230 | -0.301 | -0.328 |
| sch_r | 0.455 | 0.139 | 0.584 | 0.659 | 0.297 | 0.622 | 0.346 | 0.008 | 0.588 | 0.280 | 0.844 | 0.205 | 1.000 | 0.447 | 0.440 | 0.471 | 0.539 |
| sch_s | 0.092 | 0.053 | 0.708 | 0.295 | 0.696 | 0.389 | 0.210 | 0.015 | 0.418 | 0.626 | 0.516 | 0.164 | 0.447 | 1.000 | 0.275 | 0.145 | 0.078 |
| send_code | 0.243 | -0.501 | -0.459 | 0.511 | -0.452 | -0.454 | 0.265 | 0.064 | 0.217 | -0.316 | 0.533 | 0.230 | 0.440 | 0.275 | 1.000 | -0.190 | -0.216 |
| time | 0.023 | 0.270 | 0.134 | -0.095 | 0.217 | 0.226 | -0.245 | 0.023 | 0.471 | 0.042 | 0.559 | -0.301 | 0.471 | 0.145 | -0.190 | 1.000 | 0.983 |
| who_ch | 0.051 | 0.305 | 0.159 | -0.131 | 0.266 | 0.275 | -0.275 | 0.057 | 0.416 | 0.041 | 0.630 | -0.328 | 0.539 | 0.078 | -0.216 | 0.983 | 1.000 |
Missing values
Sample
| time | who_ch | dist_to_ch | adv_s | adv_r | join_s | join_r | sch_s | sch_r | rank | data_s | data_r | data_sent_to_bs | dist_ch_to_bs | send_code | expaned_energy | is_target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 50 | 101000 | 0.00 | 1 | 0 | 0 | 25 | 1 | 0 | 0 | 0 | 1200 | 48 | 130.09 | 0 | 2.47 | 0 |
| 1 | 50 | 101058 | 11.45 | 0 | 6 | 1 | 0 | 0 | 1 | 2 | 49 | 0 | 0 | 0.00 | 3 | 0.08 | 0 |
| 2 | 50 | 101089 | 5.97 | 0 | 7 | 1 | 0 | 0 | 1 | 8 | 111 | 0 | 0 | 0.00 | 2 | 0.18 | 0 |
| 3 | 50 | 101020 | 17.17 | 0 | 7 | 1 | 0 | 0 | 1 | 6 | 57 | 0 | 0 | 0.00 | 3 | 0.09 | 0 |
| 4 | 50 | 101020 | 15.31 | 0 | 7 | 1 | 0 | 0 | 1 | 8 | 57 | 0 | 0 | 0.00 | 3 | 0.09 | 0 |
| 5 | 50 | 101080 | 26.31 | 0 | 7 | 1 | 0 | 0 | 1 | 12 | 72 | 0 | 0 | 0.00 | 6 | 0.12 | 0 |
| 6 | 50 | 101024 | 27.36 | 0 | 7 | 1 | 0 | 0 | 1 | 17 | 46 | 0 | 0 | 0.00 | 1 | 0.07 | 0 |
| 7 | 50 | 101033 | 17.94 | 0 | 7 | 1 | 0 | 0 | 1 | 7 | 103 | 0 | 0 | 0.00 | 4 | 0.17 | 0 |
| 8 | 50 | 101020 | 41.86 | 0 | 7 | 1 | 0 | 0 | 1 | 11 | 57 | 0 | 0 | 0.00 | 3 | 0.10 | 0 |
| 9 | 50 | 101080 | 11.96 | 0 | 7 | 1 | 0 | 0 | 1 | 3 | 72 | 0 | 0 | 0.00 | 6 | 0.12 | 0 |
| time | who_ch | dist_to_ch | adv_s | adv_r | join_s | join_r | sch_s | sch_r | rank | data_s | data_r | data_sent_to_bs | dist_ch_to_bs | send_code | expaned_energy | is_target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 294409 | 3203 | 901065 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 |
| 294410 | 3203 | 901100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 |
| 294411 | 3203 | 901075 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 |
| 294412 | 3203 | 901100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 |
| 294413 | 3203 | 901100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 |
| 294414 | 3203 | 901100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 |
| 294415 | 3203 | 905100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 |
| 294416 | 3203 | 905100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 |
| 294417 | 3203 | 506043 | 0.00 | 1 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.01 | 2 |
| 294418 | 3203 | 508100 | 0.00 | 1 | 26 | 0 | 1 | 1 | 0 | 0 | 0 | 241 | 0 | 0.00 | 0 | 0.01 | 2 |
Duplicate rows
Most frequently occurring
| time | who_ch | dist_to_ch | adv_s | adv_r | join_s | join_r | sch_s | sch_r | rank | data_s | data_r | data_sent_to_bs | dist_ch_to_bs | send_code | expaned_energy | is_target | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6585 | 2503 | 705100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 | 18 |
| 6033 | 1653 | 404100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 | 16 |
| 6258 | 2053 | 506100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 | 16 |
| 7014 | 2953 | 806100 | 0.00 | 1 | 25 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 | 16 |
| 7230 | 3153 | 904100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 | 16 |
| 6166 | 1903 | 503100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 | 15 |
| 6627 | 2553 | 706100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 | 15 |
| 7257 | 3203 | 905100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 | 15 |
| 5969 | 1553 | 402100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 | 13 |
| 6065 | 1703 | 501100 | 0.00 | 1 | 26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0 | 0.00 | 2 | 13 |